Python – basicsHome Training Catalog Python – basics Analysis Data Science Open Source Short courses On-site courses Remote/Virtual Face-to-face English French Objectives Understand how data is represented, know how to manipulate simple data structures, master the basics of the numpy and scipy libraries for numerical computation and basic statistical functions, learn the basics of graphical visualization with matplotlib. At the end of this training, the participant should be able to write simple analysis scripts working either with artificial data or with data sources that do not require major pre-processing. He/she will know how to implement the main statistical tests for the comparison of two samples and perform basic exploratory graphs. Prerequisites None Pedagogical and technical material and resources Dedicated digital training platform (LMS). Sessions with the trainer, training material in digital format, balance between theoretical and practice, concrete cases. Assessment Practical application and exercises Results & skills expected at the end of the training At the end of this training, the participant should be able to write simple analysis scripts working either with artificial data or with data sources that do not require major pre-processing. He will be able to implement the main statistical tests for the comparison of two samples and perform basic exploratory graphs. Program Day 1 The working environment: Python 2 and 3.x, The presentation of the different consoles and debugging in Python : Anaconda Jupyter Spyder Data types: lists, dictionaries Control structures The functions, methods and packages DAY 2 Data handling and cleaning: numpy: Basic objects and manipulation of 2-dimensional arrays (array and numeric calculation functions, random number generators) scipy: Basic functionality (scientific functions and basic statistical tests) The probability distributions and univariate statistics. matplotlib: basic features: scatterplot, box plot, histogram Simple scripting Download the full program Duration 14 hours Level Beginner Audience Anyone wishing to discover the basic Python tools Participants 8 people maximum Please contact us for a personnalized offer. Are you looking for information about a training course? You want to set up a customized training session? Contact our pedagogical team! Notice: JavaScript is required for this content. Upcoming trainings Analysis Modular training course - NVivo Advanced Objectives Discussing with participants on their NVivo practices and deepen the following knowledge and skills: Mastering the NVivo environment. Source management Case management Source coding Queries and matrices Documenting your analysis; memos, annotations and links to. Viewing and exporting Importing and using data from social networks and the web Collaborative work and coding comparison. Please contact us if you would like to have this training course held in English. 12, 13, 15 and 16 June Register Ask for a quote Upcoming trainings Analysis Scientific graphs with PRISM Objectives Discover all the possibilities offered by PRISM to get the graph you want, automated plotting of fit curves included. 15 and 16 June Register Ask for a quote Upcoming trainings Analysis Modular training course - NVivo basics Objectives Understand the role of NVivo in the qualitative analysis process. Understand and master the NVivo environment. Source management Case management Source coding Crossing matrices Documenting your analysis; memos, annotations and links to. 19, 20, 22 and 23 June Register Ask for a quote Upcoming trainings Analysis First steps with R Objectives Discover the R language and software and learn the first basics of this language 09, 10, 12 and 13 October Register Ask for a quote Upcoming trainings Analysis Stata Advanced : Stata Av1 - Stata Av4 Objectives Improve your knowledge of the software and discover advanced functions of Stata Declare data in different formats Advanced estimation Programming. 13, 14, 16 and 17 November Register Ask for a quote Upcoming trainings Analysis Discovering Stata software: Stata Deb1 - Stata Deb4 Objectives Mastery of the basic functions in order to be autonomous with Stata on the following subjects: Descriptive statistics, graphs and first estimates. 04, 05, 07 and 08 December Register Ask for a quote Previous Next